Research question

How can uncertainty-aware decision support help distribution systems integrate renewables and respond to operational stress?

Approach

Extend validated forecasting and flexibility models toward constrained network studies using time-aligned demand, renewable, topology and equipment measurements.

Contribution

A research direction informed by practical distribution operations and data-driven engineering.

Evidence & limitations

This is a proposed direction. No validated renewable dispatch, network feasibility or resilience improvement is claimed.

Next step

Develop a verified interval dataset and network model, then define defensible resilience metrics.

Methodology stages

01 / Interval & network data

02 / Uncertainty models

03 / Constrained decisions

04 / Resilience evaluation